CXSphere's risk-based Human in Loop system ensures AI handles routine tasks while humans approve high-risk actions — giving you automation without anxiety.
Every automated action is scored for risk based on business impact, blast radius, and change history. Configure thresholds to define what AI can do autonomously vs. what requires human approval.
AI evaluates business impact, user count affected, service criticality, change window, and historical success rate to calculate risk score.
Set org-wide or team-specific thresholds. Define different rules for production vs. staging, critical vs. non-critical services.
Route high-risk actions to designated approvers — engineers, managers, or on-call SREs.
AI learns from approval patterns and outcomes, refining risk scores over time to reduce false positives and improve accuracy.
Based on risk score and configured thresholds, CXSphere automatically executes, requests approval, or blocks actions.
Low-risk actions run automatically with zero human intervention. Full audit trail logged for compliance.
Medium-risk actions require approval from designated humans before execution. Approvers review context and approve/reject.
High-risk actions are blocked from automation entirely. These require manual execution by authorized engineers.
Teams using Human in Loop controls see high automation rates while maintaining safety and compliance standards.
See how Human in Loop controls give you automation with confidence.